Claude Scientific Skills
A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.
Supply asset profile
Research and knowledge work
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + OpenAI Agents + Cursor
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add K-Dense-AI/claude-scientific-skills
Maintenance
active
1mo since push
Risk
Needs review
License is unclear
GitHub quality
31K
100/100 Quality · 88/100 Trust
Coverage tags
Review notes
License is unclear · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Use as the primary candidate after human or sandbox review.
Stars
31K GitHub stars
Repo activity
31K stars, 3.1K forks
Maintenance
1mo since push
License
Unknown
Install
npx skills add K-Dense-AI/claude-scientific-skills
Install safety
standard package or runtime install path
Permission surface
network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Financial research output is not financial advice; require human review before any live investment decision.
- License is unclear
- License clarity: Unknown
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is unclear
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Research agents workflows
- Claude Code teams
- teams that value GitHub adoption signals
- Search sources
Suited agents
Install decision
- Command
- npx skills add K-Dense-AI/claude-scientific-skills
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 80/100
- Audit
- 90/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add K-Dense-AI/claude-scientific-skillsDo not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No major risk signals from current metadata
- License is unclear
- Financial research output is not financial advice; require human review before any live investment decision
Agent safety v2
78/100 · Review before install
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
- License is unclear
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install k-dense-ai-claude-scientific-skillsAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20Claude%20Scientific%20Skills%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Claude%20Scientific%20Skills%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/k-dense-ai-claude-scientific-skills/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use Claude Scientific Skills in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Claude%20Scientific%20Skills%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/k-dense-ai-claude-scientific-skills/install
Install command: npx skills add K-Dense-AI/claude-scientific-skills
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/k-dense-ai-claude-scientific-skills/install
LLM text format
/api/skills/k-dense-ai-claude-scientific-skills/install?format=text
Find alternatives
/api/skills/search?q=Claude%20Scientific%20Skills&limit=3
Agent prompt
Use Claude Scientific Skills for this task. Review https://www.openagentskill.com/api/skills/k-dense-ai-claude-scientific-skills/install, then install with: npx skills add K-Dense-AI/claude-scientific-skillsRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/k-dense-ai-claude-scientific-skills
LLM text
/api/registry/manifest/k-dense-ai-claude-scientific-skills?format=text
Install alias
/api/registry/install/k-dense-ai-claude-scientific-skills
Recommend
/api/registry/recommend?task=Use%20Claude%20Scientific%20Skills%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code, OpenAI Agents, Cursor
Audit report
Needs review · 90/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Primary pick for Research agents
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
- Research agents workflows
- Claude Code teams
- teams that value GitHub adoption signals
Evidence
- 31,153 GitHub stars
- recent repository activity
- install command or GitHub repo available
- 100/100 quality profile
- 313 OpenAgentSkill engagement events
review first
- No major risk signals from current metadata
Implementation path
- 1Install it in a sandbox agent and run one Research agents task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Review then install
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS31K GitHub stars
Stars/forks activity
PASS31K stars, 3.1K forks; issue activity unavailable in current metadata
Recent maintenance
PASS1mo since push
License clarity
CHECKUnknown
Good signals
- Manually verified listing
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Large GitHub adoption signal
- Install command has no obvious high-risk pattern
- OpenAgentSkill usage activity detected
- Outcome loop is ready but needs first real agent run
Review before install
- Financial research output is not financial advice; require human review before any live investment decision.
- License is unclear
- License clarity: Unknown
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Excellent candidate for agent workflows
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Use this skill in these scenarios
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Analyze markets
Finance and quant
I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.
Operate web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Add it to a complete workflow
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Compare before you install
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Overview
# Claude Scientific Skills
[](LICENSE.md) [](#whats-included) [](#whats-included) [](https://agentskills.io/) [](#getting-started)
A comprehensive collection of **148+ ready-to-use scientific and research skills** (now including financial/SEC research, U.S. Treasury fiscal data, OFR Hedge Fund Monitor, and Alpha Vantage market data) for any AI agent that supports the open [Agent Skills](https://agentskills.io/) standard, created by [K-Dense](https://k-dense.ai). Works with **Cursor, Claude Code, Codex, and more**. Transform your AI agent into a research assistant capable of executing complex multi-step scientific workflows across biology, chemistry, medicine, and beyond.
<p align="center"> <a href="https://k-dense.ai"> <img src="docs/k-dense-web.gif" alt="K-Dense Web Demo" width="800"/> </a> <br/> <em>The demo above shows <a href="https://k-dense.ai">K-Dense Web</a> — the hosted platform built on top of these skills. Claude Scientific Skills is the open-source skill collection; K-Dense Web is the full AI co-scientist platform with more power and zero setup.</em> </p>
---
These skills enable your AI agent to seamlessly work with specialized scientific libraries, databases, and tools across multiple scientific domains. While the agent can use any Python package or API on its own, these explicitly defined skills provide curated documentation and examples that make it significantly stronger and more reliable for the workflows below: - 🧬 Bioinformatics & Genomics - Sequence analysis, single-cell RNA-seq, gene regulatory networks, variant annotation, phylogenetic analysis - 🧪 Chemin
Technical details
- Version
- 1.0.0
- License
- Unknown
- Last updated
- Aug 18, 2026
- Published
- Mar 2, 2026
Decision snapshot
Primary pick
31,153 GitHub stars
Audit
Install review
Install and adoption review
- Security
- 81/100
- Maintenance
- 88/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for Claude Scientific Skills, ready for a manual X post.
A practical pick for market research: Claude Scientific Skills: A comprehensive collection of ready-to-use scientific and research skills for AI agents. 31.2K stars https://www.openagentskill.com/skills/k-dense-ai-claude-scientific-skills?ref=x
Optional reply with install command
Listing + install path for Claude Scientific Skills: https://www.openagentskill.com/skills/k-dense-ai-claude-scientific-skills?ref=x Install: npx skills add K-Dense-AI/claude-scientific-skills
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- K-Dense-AI
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Community indexed listing is attributed to K-Dense-AI but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/k-dense-ai-claude-scientific-skills)
[](https://www.openagentskill.com/skills/k-dense-ai-claude-scientific-skills)
[](https://www.openagentskill.com/skills/k-dense-ai-claude-scientific-skills/audit)
[](https://www.openagentskill.com/skills/k-dense-ai-claude-scientific-skills)Author
K-Dense-AI✓
@k-dense-ai
Platform fit
Health signals
- GitHub stars
- 31.2K
- Quality score
- 72/100
- Last GitHub push
- Jul 15, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 39
- Install copies
- 0
- Outbound clicks
- 2
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Review then install
- GitHub adoption31K GitHub starsPASS
- Stars/forks activity31K stars, 3.1K forks; issue activity unavailable in current metadataPASS
- Recent maintenance1mo since pushPASS
- License clarityUnknownCHECK
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime risknetwork or browser surfacePASS
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